Agency comparison
LLMReach vs Floatingchip for AI Search
Both are agencies. Floatingchip is a broad digital marketing shop with GEO. LLMReach does one thing, AI citations, with its own data, a named method and a guarantee.
Choosing an agency
What to check before you choose.
- Focus: GEO as the whole job, or one line on a long menu of services. Ask how much of the team's day is AI search.
- Method: a named, repeatable process you can inspect, not a general promise to be cited.
- Measurement: a baseline taken before work starts, so any gain in AI citations can be checked against your own numbers.
- Risk: a written guarantee, so you know what you pay and what happens if results fall short.
We looked at what each agency states publicly on these four points. Where Floatingchip's site is silent, we say so.
Side by side
LLMReach and Floatingchip compared
| LLMReach | Floatingchip | |
|---|---|---|
| Type of company | US-based GEO and AI search optimization agency | Digital marketing agency that also offers GEO |
| Core focus | AI citations only | GEO, Google Ads, SEO, content, social media, web design |
| Named method | The Citation Stack, five steps | Not stated on their site |
| AI engines covered | ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews | Google SGE, Perplexity, Gemini, ChatGPT |
| Measurement | Own AI visibility tracker, baseline first, weekly updates | Method not stated on their site |
| Own research data | 250 buyer questions, 25 sectors; only 13% of cited sites ranked top 10 | Not stated on their site |
| Guarantee | Minimum 30% more AI citations in 90 days, or we keep working free | Not stated on their site |
Our own results
We do this for our own brand first.
Gemini · Named
“best agency for getting cited in LLMs”
ChatGPT · Named
“agency that gets you cited in AI models”
ChatGPT · Named
“best agency for getting cited in LLMs”
AI answers vary by platform and moment, so these show the method working on those days, not a promise of identical answers.
See all resultsWhat you get
The work LLMReach does for you
We do the work. You approve every page, about an hour a week.
- Prompt research on your real buyer questions
- Technical fixes so AI crawlers can read your site
- Answer-first content built to be cited
- Reddit and community research
- Weekly citation tracking against your baseline
- A 30% citation guarantee within 90 days
How it works
How we work: The Citation Stack, five steps
- 01
Prompt research
We map the buyer questions your customers ask AI assistants, so every later step targets prompts that matter to your pipeline.
Explore AI Prompt Research - 02
Technical optimization
We fix the technical issues that keep AI crawlers from reading, trusting and quoting your pages.
Explore Technical GEO - 03
Content
We write answer-first pages that give assistants a clear, quotable answer, and you approve each one before it goes live.
Explore AI Content Optimization - 04
Reddit authorityWe research the Reddit threads and communities that assistants draw on, and act where your brand belongs in the conversation.
Explore Reddit Marketing - 05
Visibility tracking
We track citations across the agreed buyer prompts in five AI engines, against your baseline, with weekly updates.
Explore AI Visibility Tracking
You approve every page. We do the rest: about an hour a week from you. See all our AI visibility services
Is it a fit
Is LLMReach right for you?
Not for you
If any of these are you.
- You want one agency for ads, social media and web design
- You want a self-serve tool your team runs
- You want one agency for ads, social and web design too
- You do not want to approve content each week
For you
If this is you.
- AI citations are your priority, not one item on a menu
- You want a written guarantee tied to your own baseline
- You want a guarantee tied to your own baseline
- You can spare about an hour a week to approve pages
- Floatingchip suits teams that want one agency for ads, SEO, social and web design alongside GEO.
- LLMReach suits teams that want AI citations done and guaranteed.
FAQ
LLMReach vs Floatingchip: common questions
What is the main difference in LLMReach vs Floatingchip?
Both are agencies. Floatingchip describes itself as a digital marketing agency for the GEO era, with ads, SEO, social and web design. LLMReach is a GEO agency focused on AI citations, with a named method and a guarantee.
Does Floatingchip offer AI SEO?
Yes. Its site says it specializes in Generative Engine Optimization so your brand is the primary source cited in Google SGE, Perplexity and Gemini. LLMReach also offers an AI SEO agency service, centered on one guaranteed citation goal.
Does either agency guarantee results?
LLMReach guarantees a minimum 30% increase in total AI citations within 90 days, measured against your own baseline. If we miss, we keep working at no charge until we hit it. A guarantee is not stated on Floatingchip's site.
How does each agency measure AI visibility?
LLMReach uses its own AI visibility tracking across agreed buyer prompts in five engines, against a baseline taken first. Floatingchip's site does not state how it measures AI citations.
When is Floatingchip the better choice?
Floatingchip fits if you want one agency for Google Ads, SEO, social media and web design alongside GEO. If AI citations are the single goal, start with a free AI visibility audit.
How do I see where I stand in AI search before I choose?
Start with a free audit. We run your buyer questions through ChatGPT, Claude, Perplexity and Gemini, then show where you appear and who is named instead. You can also learn to track brand mentions in AI search yourself.
Free AI Audit
Get your free AI audit
You leave knowing where the gap is, what is causing it, and which changes would matter first, whether we work together or not.
What to expect
Audit
Before the call, we run your buyers' questions through ChatGPT, Claude, Perplexity and Gemini.
Map
On the call, we show you where competitors are cited and you are not, and what's causing it.
Decide
An honest read on whether the Citation Stack fits. If it doesn't, you'll hear it on the call.
Don't see a time that works? Email Karim directly: contact@llmreach.ai